Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "140" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 92 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 90 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459909 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.652694 | 3.470163 | -0.258695 | 2.269124 | -0.792698 | 1.899140 | 3.267061 | -1.255269 | 0.6795 | 0.6919 | 0.3897 | nan | nan |
| 2459908 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.763395 | 3.457311 | -0.159930 | 2.140367 | -1.062870 | 1.461895 | 2.529325 | -1.699174 | 0.6851 | 0.7014 | 0.3829 | nan | nan |
| 2459907 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.767342 | 3.521528 | -0.147359 | 2.320856 | -0.844569 | 2.000983 | 2.063149 | -1.293833 | 0.6794 | 0.6960 | 0.3848 | nan | nan |
| 2459906 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.852471 | 3.785075 | 0.307738 | 3.123220 | -0.762221 | 3.803955 | 5.221743 | -0.786560 | 0.6731 | 0.6914 | 0.3852 | nan | nan |
| 2459905 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.834849 | 3.596327 | 0.110893 | 2.997938 | -1.221006 | 5.086438 | 4.700342 | -0.665209 | 0.6593 | 0.6800 | 0.3906 | nan | nan |
| 2459904 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.742274 | 3.609892 | 0.389965 | 3.472056 | -0.627591 | 4.186170 | 7.482043 | -1.265939 | 0.6621 | 0.6784 | 0.3829 | nan | nan |
| 2459903 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.693745 | 3.600778 | 0.079193 | 2.966510 | -0.981296 | 3.077512 | 6.889514 | -1.250432 | 0.6629 | 0.6779 | 0.3877 | nan | nan |
| 2459902 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.782949 | 4.323361 | 0.248440 | 3.497352 | -1.097236 | 3.504140 | 2.669227 | -1.266612 | 0.6707 | 0.6800 | 0.3793 | nan | nan |
| 2459901 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.728633 | 4.159408 | -0.179458 | 2.582398 | -1.111940 | 3.035258 | 2.384059 | -1.743614 | 0.6845 | 0.6929 | 0.3795 | nan | nan |
| 2459900 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.414073 | 3.886545 | -0.095336 | 2.597993 | -0.571890 | 3.462006 | 2.660197 | -1.497952 | 0.6356 | 0.6524 | 0.3244 | nan | nan |
| 2459898 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.383984 | 3.165727 | -0.053638 | 2.702884 | -1.141723 | 3.361145 | 4.917104 | -0.411011 | 0.6770 | 0.6897 | 0.3786 | nan | nan |
| 2459897 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.571828 | 11.606165 | 0.399952 | 10.038153 | -0.592736 | 10.092645 | 3.813118 | 3.505247 | 0.6758 | 0.0412 | 0.4604 | nan | nan |
| 2459896 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.507397 | 11.772597 | 0.250953 | 10.112801 | -1.023824 | 10.925008 | 2.264228 | 2.321187 | 0.6748 | 0.0429 | 0.4596 | nan | nan |
| 2459895 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.513600 | 14.310756 | 0.456112 | 12.691557 | -0.601732 | 11.073574 | -0.140037 | 5.559930 | 0.7556 | 0.0500 | 0.5025 | nan | nan |
| 2459894 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.664831 | 13.619388 | 0.287809 | 9.126125 | -0.654546 | 10.573882 | 2.974029 | 3.075605 | 0.6804 | 0.0459 | 0.4846 | nan | nan |
| 2459893 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.775978 | 14.160715 | 0.090603 | 9.670682 | -1.018018 | 9.177354 | 2.896331 | 4.730570 | 0.6848 | 0.0466 | 0.5262 | nan | nan |
| 2459892 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.672105 | 13.978922 | 0.160559 | 11.204718 | -1.103752 | 7.172841 | 3.133501 | 3.340285 | 0.6835 | 0.0510 | 0.5521 | nan | nan |
| 2459891 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.327955 | 12.876517 | 0.464126 | 11.156043 | -1.200626 | 10.236209 | 2.372947 | 2.908477 | 0.6824 | 0.0436 | 0.5534 | nan | nan |
| 2459890 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.193006 | 12.999822 | 0.315568 | 13.297976 | -1.359666 | 9.129060 | 1.359420 | 1.334925 | 0.6852 | 0.0441 | 0.5511 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.193189 | 14.793388 | 0.385796 | 10.751041 | -1.184715 | 12.990832 | 2.272790 | 4.989743 | 0.6912 | 0.0482 | 0.5508 | nan | nan |
| 2459888 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 0.168205 | 12.367451 | 0.349668 | 12.517095 | -0.706535 | 11.742390 | 0.443664 | 2.920850 | 0.7039 | 0.0468 | 0.5630 | nan | nan |
| 2459887 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | -0.137011 | 13.254388 | -0.647492 | 12.415615 | -0.840794 | 10.263036 | 0.658775 | 2.452059 | 0.6901 | 0.0456 | 0.5580 | nan | nan |
| 2459886 | digital_ok | 100.00% | 0.22% | 100.00% | 0.00% | - | - | -0.884026 | 17.945764 | 0.041081 | 10.922110 | 22.563909 | 8.060656 | -1.121044 | 2.233285 | 0.7537 | 0.0550 | 0.5661 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 1.218837 | 21.609651 | 22.499599 | 63.082570 | 1.249801 | 19.242807 | 7.775243 | 12.120359 | 0.7242 | 0.0448 | 0.5063 | nan | nan |
| 2459884 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 3.602801 | 12.565556 | 4.327934 | 12.137393 | 2.967549 | 9.729007 | -0.566995 | 2.302108 | 0.6803 | 0.0501 | 0.5547 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 5.493143 | 17.569571 | 38.162274 | 56.873120 | 4.086307 | 10.669497 | 1.755478 | 7.567772 | 0.6741 | 0.0573 | 0.5365 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 98.76% | 0.00% | - | - | 8.855709 | 28.483772 | 45.092325 | 63.843897 | 5.986283 | 15.098563 | 0.133540 | 3.379640 | 0.6795 | 0.0574 | 0.5460 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 85.85% | 0.00% | - | - | 5.712509 | 16.283372 | 50.540231 | 72.665605 | 12.421262 | 30.450899 | -0.103442 | 18.785884 | 0.7209 | 0.0871 | 0.5381 | nan | nan |
| 2459880 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 2.442196 | 10.642586 | 1.570309 | 10.881370 | -0.965145 | 1.863063 | -2.398858 | 3.228215 | 0.6628 | 0.0476 | 0.4843 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.002289 | 17.700742 | 49.507663 | 72.304329 | 6.447701 | 15.621391 | -1.897034 | 10.209062 | 0.6706 | 0.0557 | 0.4711 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 5.821285 | 20.035717 | 35.350221 | 53.020475 | 17.316923 | 43.831356 | -2.403549 | 8.326238 | 0.6917 | 0.0536 | 0.4575 | nan | nan |
| 2459875 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 8.503641 | 30.188423 | 24.744050 | 36.200249 | 11.296757 | 27.388003 | -1.776354 | 5.845981 | 0.6924 | 0.0528 | 0.4618 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.270289 | 22.401655 | 33.471661 | 46.686608 | 3.742544 | 11.123261 | -1.407275 | 3.214671 | 0.6965 | 0.0541 | 0.4873 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 5.396563 | 19.906600 | 44.208684 | 59.902235 | 10.386404 | 31.312721 | -0.767696 | 3.888491 | 0.6909 | 0.0475 | 0.4357 | nan | nan |
| 2459871 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 7.240868 | 26.896131 | 32.717266 | 48.402403 | 6.379772 | 17.759809 | 1.020292 | 8.917647 | 0.6980 | 0.0540 | 0.4941 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.583727 | 21.593530 | 31.912201 | 48.111599 | 10.133132 | 22.830059 | 2.313259 | 6.301059 | 0.6975 | 0.0562 | 0.4971 | nan | nan |
| 2459868 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.694058 | 24.726407 | 50.568205 | 72.776705 | 6.274635 | 17.013296 | -0.721916 | 6.585192 | 0.6877 | 0.0488 | 0.5084 | nan | nan |
| 2459867 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 4.924068 | 17.719115 | 40.314217 | 57.590451 | 3.265052 | 9.785423 | -1.498852 | 4.025575 | 0.7019 | 0.0507 | 0.5069 | nan | nan |
| 2459866 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 5.096643 | 20.142345 | 37.313760 | 54.490246 | 3.745011 | 11.056388 | 1.964383 | 4.617532 | 0.7020 | 0.0574 | 0.4988 | nan | nan |
| 2459865 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 389.586034 | 389.288862 | inf | inf | 12362.710772 | 12362.006846 | 4871.130655 | 4869.943263 | nan | nan | nan | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.379538 | 27.495298 | 23.592430 | 27.099820 | 4.829542 | 13.312850 | -0.723145 | 7.133770 | 0.7024 | 0.0475 | 0.5130 | nan | nan |
| 2459863 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 4.035089 | 16.607404 | 3.900987 | 8.741024 | 0.899340 | 4.988341 | -0.763145 | 3.147294 | 0.6984 | 0.0490 | 0.5086 | nan | nan |
| 2459862 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 6.313601 | 16.892429 | 28.314693 | 31.153987 | 6.768840 | 18.964326 | -0.855224 | 2.787849 | 0.6831 | 0.0542 | 0.4645 | nan | nan |
| 2459861 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 2.971138 | 12.574079 | 2.554399 | 8.994287 | 0.149799 | 3.191288 | -1.563909 | 2.795010 | 0.7108 | 0.0464 | 0.4838 | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 4.252126 | 13.953886 | 21.596164 | 26.068606 | 8.996348 | 21.611588 | -1.111160 | 2.536263 | 0.7166 | 0.0508 | 0.5259 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 2.847545 | 11.882688 | 2.619972 | 9.684425 | 0.321942 | 2.739791 | -1.941875 | 1.453425 | 0.7221 | 0.0560 | 0.5246 | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.831650 | 12.573506 | 2.315003 | 9.919316 | -0.065695 | 2.814059 | -2.416120 | 2.984079 | 0.7316 | 0.0525 | 0.5296 | 2.794995 | 2.025535 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 29.623330 | 5.964915 | 1.138938 | 1.493115 | 18.099839 | 4.145425 | 14.815199 | 9.492543 | 0.0312 | 0.0318 | 0.0029 | nan | nan |
| 2459856 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.061907 | 18.731267 | 22.717393 | 24.467114 | 6.587816 | 12.059502 | 4.420880 | 5.646922 | 0.0372 | 0.0367 | 0.0021 | 1.171296 | 1.170894 |
| 2459855 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.677302 | 18.406191 | 23.674207 | 25.280292 | 2.923850 | 4.304011 | 1.795371 | 2.206128 | 0.0373 | 0.0374 | 0.0020 | 1.167837 | 1.167738 |
| 2459854 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.687981 | 16.700589 | 18.139637 | 19.302509 | 4.008707 | 4.326448 | 3.636263 | 5.019011 | 0.0372 | 0.0379 | 0.0020 | 1.132882 | 1.130873 |
| 2459853 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.207145 | 16.323460 | 24.646633 | 26.761505 | 6.821126 | 10.747339 | 3.634891 | 4.816624 | 0.0385 | 0.0389 | 0.0021 | 1.142767 | 1.142614 |
| 2459852 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.867898 | 16.492330 | 25.361214 | 27.929151 | 15.511961 | 19.790187 | 16.798479 | 16.533953 | 0.0350 | 0.0339 | 0.0016 | 1.152293 | 1.151836 |
| 2459851 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.178151 | 21.500972 | 26.074392 | 29.909034 | 21.441886 | 43.448440 | 13.582477 | 21.778363 | 0.0409 | 0.0556 | 0.0139 | 1.178875 | 1.178941 |
| 2459850 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.531701 | 19.311910 | 22.571257 | 24.915821 | 10.226511 | 19.720237 | 6.846658 | 17.488235 | 0.0357 | 0.0381 | 0.0038 | 1.160506 | 1.157012 |
| 2459849 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.577476 | 17.891695 | 45.666189 | 49.318645 | 7.058481 | 12.784560 | 4.240140 | 7.155466 | 0.0380 | 0.0368 | 0.0021 | 1.162633 | 1.155352 |
| 2459848 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.223408 | 15.801272 | 28.949642 | 31.878264 | 14.278391 | 21.703260 | 2.039892 | 3.262989 | 0.0383 | 0.0379 | 0.0017 | 1.136798 | 1.136746 |
| 2459847 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.241340 | 18.211096 | 26.962525 | 30.039384 | 22.068197 | 28.475884 | 0.672324 | 0.985750 | 0.0350 | 0.0346 | 0.0015 | 1.168365 | 1.165280 |
| 2459845 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.880637 | 20.168537 | 38.457853 | 41.230885 | 10.082971 | 16.497656 | 1.374965 | 1.180978 | 0.0410 | 0.0423 | 0.0035 | 0.000000 | 0.000000 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.183170 | 14.631803 | 3.845415 | 7.099261 | 2.557155 | 3.047855 | 5.395587 | 7.898878 | 0.0291 | 0.0263 | 0.0011 | nan | nan |
| 2459843 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.908012 | 19.409155 | 18.673933 | 20.368408 | 64.527812 | 71.032170 | 0.149501 | 0.525965 | 0.0375 | 0.0381 | 0.0023 | 0.000000 | 0.000000 |
| 2459842 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.120548 | 13.412324 | 8.665089 | 9.939413 | -0.140627 | -0.661053 | 0.090971 | 0.448419 | 0.0367 | 0.0349 | 0.0032 | 1.268830 | 1.272673 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.434220 | 15.395414 | 2.678394 | 4.807848 | 3.404684 | 3.920465 | 1.849266 | 2.496990 | 0.0279 | 0.0259 | 0.0018 | nan | nan |
| 2459839 | digital_ok | 0.00% | - | - | - | - | - | -0.062911 | 1.740709 | 0.096374 | -0.634249 | 0.869313 | 2.912917 | -0.645993 | -0.325267 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.351812 | 18.428674 | 21.826686 | 23.708461 | 19.621768 | 29.487852 | 0.991951 | 1.209727 | 0.0440 | 0.0497 | 0.0023 | 0.918141 | 0.923789 |
| 2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0329 | 0.0312 | 0.0018 | nan | nan |
| 2459835 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.448965 | 2.585855 | 2.104096 | 2.739772 | 0.337440 | 0.681731 | 1.070690 | 0.820855 | 0.0340 | 0.0312 | 0.0027 | nan | nan |
| 2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.526198 | 6.431720 | 2.436515 | 3.242122 | 2.162736 | 3.000142 | 1.718881 | 2.757386 | 0.0330 | 0.0279 | 0.0013 | nan | nan |
| 2459832 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.540762 | 33.669358 | 24.503432 | 26.026191 | 13.719541 | 11.561816 | 0.907147 | 0.660228 | 0.0382 | 0.0393 | 0.0004 | 1.230523 | 1.225342 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.088687 | 1.716383 | 0.473218 | -0.517377 | -0.187023 | 0.479892 | -0.429848 | -0.194745 | 0.0382 | 0.0368 | 0.0036 | nan | nan |
| 2459830 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.071257 | 32.600688 | 35.005514 | 37.035405 | 39.860615 | 36.070414 | 2.676849 | 2.472666 | 0.0394 | 0.0424 | 0.0015 | 1.182885 | 1.173044 |
| 2459829 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.287151 | 32.167252 | 28.494336 | 30.288581 | 28.738823 | 31.839754 | 3.258565 | 3.243401 | 0.0399 | 0.0437 | 0.0019 | 0.000000 | 0.000000 |
| 2459828 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.255251 | 27.511609 | 30.814057 | 32.398787 | 36.680908 | 33.295884 | 7.595239 | 6.932101 | 0.0410 | 0.0435 | 0.0020 | 1.141697 | 1.137341 |
| 2459827 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.928971 | 25.231115 | 34.565394 | 36.867929 | 24.582369 | 26.042044 | -0.139313 | -0.300666 | 0.0387 | 0.0426 | 0.0022 | 1.141990 | 1.135269 |
| 2459826 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.534772 | 24.760660 | 38.895767 | 40.714191 | 48.977231 | 45.139376 | 4.657574 | 4.572101 | 0.0390 | 0.0428 | 0.0023 | 0.000000 | 0.000000 |
| 2459825 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.362550 | 27.174695 | 30.946421 | 32.496176 | 27.580425 | 25.625017 | -0.073296 | -0.099785 | 0.0384 | 0.0405 | 0.0015 | 0.827616 | 0.832724 |
| 2459824 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.497918 | 18.216952 | 24.555772 | 26.370357 | 10.667677 | 19.073009 | 0.922918 | 0.882121 | 0.0387 | 0.0416 | 0.0011 | 0.867534 | 0.869005 |
| 2459823 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.265495 | 23.078012 | 46.285535 | 48.131411 | 34.331221 | 36.044470 | 24.975171 | 26.792219 | 0.0384 | 0.0419 | 0.0012 | 1.178492 | 1.165979 |
| 2459822 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.534190 | 24.814004 | 42.357081 | 44.308469 | 30.818561 | 29.527975 | 0.521775 | 0.190929 | 0.0392 | 0.0423 | 0.0019 | 1.118128 | 1.113902 |
| 2459821 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.320865 | 28.246389 | 43.348983 | 44.977451 | 26.242356 | 25.875684 | -1.181718 | -0.893017 | 0.0388 | 0.0421 | 0.0015 | 1.206502 | 1.201847 |
| 2459820 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.665037 | 24.044665 | 34.659657 | 36.889398 | 66.371697 | 68.676894 | 1.959660 | 2.313377 | 0.0441 | 0.0453 | 0.0004 | 1.152636 | 1.144070 |
| 2459817 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.460698 | 23.349760 | 42.176722 | 43.806467 | 36.311214 | 36.520179 | 0.876888 | 0.897147 | 0.0412 | 0.0436 | 0.0012 | 1.194319 | 1.201747 |
| 2459816 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.607250 | 19.147245 | 42.159904 | 44.535411 | 46.724815 | 45.345411 | 4.011357 | 4.258682 | 0.0421 | 0.0447 | 0.0009 | 1.160285 | 1.160214 |
| 2459815 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.991770 | 20.716518 | 46.099745 | 48.078683 | 47.514231 | 48.012702 | 7.733368 | 8.477660 | 0.0407 | 0.0429 | 0.0005 | 1.167177 | 1.156142 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 3.470163 | 3.470163 | 0.652694 | 2.269124 | -0.258695 | 1.899140 | -0.792698 | -1.255269 | 3.267061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 3.457311 | 0.763395 | 3.457311 | -0.159930 | 2.140367 | -1.062870 | 1.461895 | 2.529325 | -1.699174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 3.521528 | 3.521528 | 0.767342 | 2.320856 | -0.147359 | 2.000983 | -0.844569 | -1.293833 | 2.063149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 5.221743 | 3.785075 | 0.852471 | 3.123220 | 0.307738 | 3.803955 | -0.762221 | -0.786560 | 5.221743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 5.086438 | 3.596327 | 0.834849 | 2.997938 | 0.110893 | 5.086438 | -1.221006 | -0.665209 | 4.700342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 7.482043 | 3.609892 | 0.742274 | 3.472056 | 0.389965 | 4.186170 | -0.627591 | -1.265939 | 7.482043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 6.889514 | 3.600778 | 0.693745 | 2.966510 | 0.079193 | 3.077512 | -0.981296 | -1.250432 | 6.889514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 4.323361 | 0.782949 | 4.323361 | 0.248440 | 3.497352 | -1.097236 | 3.504140 | 2.669227 | -1.266612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 4.159408 | 0.728633 | 4.159408 | -0.179458 | 2.582398 | -1.111940 | 3.035258 | 2.384059 | -1.743614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 3.886545 | 0.414073 | 3.886545 | -0.095336 | 2.597993 | -0.571890 | 3.462006 | 2.660197 | -1.497952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 4.917104 | 3.165727 | 0.383984 | 2.702884 | -0.053638 | 3.361145 | -1.141723 | -0.411011 | 4.917104 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 11.606165 | 11.606165 | 0.571828 | 10.038153 | 0.399952 | 10.092645 | -0.592736 | 3.505247 | 3.813118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 11.772597 | 11.772597 | 0.507397 | 10.112801 | 0.250953 | 10.925008 | -1.023824 | 2.321187 | 2.264228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 14.310756 | 0.513600 | 14.310756 | 0.456112 | 12.691557 | -0.601732 | 11.073574 | -0.140037 | 5.559930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 13.619388 | 13.619388 | 0.664831 | 9.126125 | 0.287809 | 10.573882 | -0.654546 | 3.075605 | 2.974029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 14.160715 | 0.775978 | 14.160715 | 0.090603 | 9.670682 | -1.018018 | 9.177354 | 2.896331 | 4.730570 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 13.978922 | 13.978922 | 0.672105 | 11.204718 | 0.160559 | 7.172841 | -1.103752 | 3.340285 | 3.133501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 12.876517 | 0.327955 | 12.876517 | 0.464126 | 11.156043 | -1.200626 | 10.236209 | 2.372947 | 2.908477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 13.297976 | 12.999822 | 0.193006 | 13.297976 | 0.315568 | 9.129060 | -1.359666 | 1.334925 | 1.359420 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 14.793388 | 0.193189 | 14.793388 | 0.385796 | 10.751041 | -1.184715 | 12.990832 | 2.272790 | 4.989743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 12.517095 | 12.367451 | 0.168205 | 12.517095 | 0.349668 | 11.742390 | -0.706535 | 2.920850 | 0.443664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 13.254388 | 13.254388 | -0.137011 | 12.415615 | -0.647492 | 10.263036 | -0.840794 | 2.452059 | 0.658775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 22.563909 | -0.884026 | 17.945764 | 0.041081 | 10.922110 | 22.563909 | 8.060656 | -1.121044 | 2.233285 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 63.082570 | 21.609651 | 1.218837 | 63.082570 | 22.499599 | 19.242807 | 1.249801 | 12.120359 | 7.775243 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 12.565556 | 12.565556 | 3.602801 | 12.137393 | 4.327934 | 9.729007 | 2.967549 | 2.302108 | -0.566995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 56.873120 | 17.569571 | 5.493143 | 56.873120 | 38.162274 | 10.669497 | 4.086307 | 7.567772 | 1.755478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 63.843897 | 28.483772 | 8.855709 | 63.843897 | 45.092325 | 15.098563 | 5.986283 | 3.379640 | 0.133540 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 72.665605 | 16.283372 | 5.712509 | 72.665605 | 50.540231 | 30.450899 | 12.421262 | 18.785884 | -0.103442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 10.881370 | 10.642586 | 2.442196 | 10.881370 | 1.570309 | 1.863063 | -0.965145 | 3.228215 | -2.398858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 72.304329 | 17.700742 | 6.002289 | 72.304329 | 49.507663 | 15.621391 | 6.447701 | 10.209062 | -1.897034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 53.020475 | 5.821285 | 20.035717 | 35.350221 | 53.020475 | 17.316923 | 43.831356 | -2.403549 | 8.326238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 36.200249 | 8.503641 | 30.188423 | 24.744050 | 36.200249 | 11.296757 | 27.388003 | -1.776354 | 5.845981 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 46.686608 | 6.270289 | 22.401655 | 33.471661 | 46.686608 | 3.742544 | 11.123261 | -1.407275 | 3.214671 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 59.902235 | 19.906600 | 5.396563 | 59.902235 | 44.208684 | 31.312721 | 10.386404 | 3.888491 | -0.767696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 48.402403 | 7.240868 | 26.896131 | 32.717266 | 48.402403 | 6.379772 | 17.759809 | 1.020292 | 8.917647 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 48.111599 | 6.583727 | 21.593530 | 31.912201 | 48.111599 | 10.133132 | 22.830059 | 2.313259 | 6.301059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 72.776705 | 6.694058 | 24.726407 | 50.568205 | 72.776705 | 6.274635 | 17.013296 | -0.721916 | 6.585192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 57.590451 | 4.924068 | 17.719115 | 40.314217 | 57.590451 | 3.265052 | 9.785423 | -1.498852 | 4.025575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 54.490246 | 20.142345 | 5.096643 | 54.490246 | 37.313760 | 11.056388 | 3.745011 | 4.617532 | 1.964383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Power | inf | 389.586034 | 389.288862 | inf | inf | 12362.710772 | 12362.006846 | 4871.130655 | 4869.943263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 27.495298 | 27.495298 | 6.379538 | 27.099820 | 23.592430 | 13.312850 | 4.829542 | 7.133770 | -0.723145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 16.607404 | 4.035089 | 16.607404 | 3.900987 | 8.741024 | 0.899340 | 4.988341 | -0.763145 | 3.147294 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 31.153987 | 6.313601 | 16.892429 | 28.314693 | 31.153987 | 6.768840 | 18.964326 | -0.855224 | 2.787849 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 12.574079 | 12.574079 | 2.971138 | 8.994287 | 2.554399 | 3.191288 | 0.149799 | 2.795010 | -1.563909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 26.068606 | 4.252126 | 13.953886 | 21.596164 | 26.068606 | 8.996348 | 21.611588 | -1.111160 | 2.536263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 11.882688 | 2.847545 | 11.882688 | 2.619972 | 9.684425 | 0.321942 | 2.739791 | -1.941875 | 1.453425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 12.573506 | 12.573506 | 2.831650 | 9.919316 | 2.315003 | 2.814059 | -0.065695 | 2.984079 | -2.416120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 29.623330 | 5.964915 | 29.623330 | 1.493115 | 1.138938 | 4.145425 | 18.099839 | 9.492543 | 14.815199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 24.467114 | 15.061907 | 18.731267 | 22.717393 | 24.467114 | 6.587816 | 12.059502 | 4.420880 | 5.646922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 25.280292 | 18.406191 | 15.677302 | 25.280292 | 23.674207 | 4.304011 | 2.923850 | 2.206128 | 1.795371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 19.302509 | 16.700589 | 15.687981 | 19.302509 | 18.139637 | 4.326448 | 4.008707 | 5.019011 | 3.636263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 26.761505 | 16.323460 | 13.207145 | 26.761505 | 24.646633 | 10.747339 | 6.821126 | 4.816624 | 3.634891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 27.929151 | 12.867898 | 16.492330 | 25.361214 | 27.929151 | 15.511961 | 19.790187 | 16.798479 | 16.533953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 43.448440 | 10.178151 | 21.500972 | 26.074392 | 29.909034 | 21.441886 | 43.448440 | 13.582477 | 21.778363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 24.915821 | 12.531701 | 19.311910 | 22.571257 | 24.915821 | 10.226511 | 19.720237 | 6.846658 | 17.488235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 49.318645 | 14.577476 | 17.891695 | 45.666189 | 49.318645 | 7.058481 | 12.784560 | 4.240140 | 7.155466 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 31.878264 | 15.801272 | 13.223408 | 31.878264 | 28.949642 | 21.703260 | 14.278391 | 3.262989 | 2.039892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 30.039384 | 18.211096 | 15.241340 | 30.039384 | 26.962525 | 28.475884 | 22.068197 | 0.985750 | 0.672324 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 41.230885 | 20.168537 | 16.880637 | 41.230885 | 38.457853 | 16.497656 | 10.082971 | 1.180978 | 1.374965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 14.631803 | 14.183170 | 14.631803 | 3.845415 | 7.099261 | 2.557155 | 3.047855 | 5.395587 | 7.898878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 71.032170 | 19.409155 | 16.908012 | 20.368408 | 18.673933 | 71.032170 | 64.527812 | 0.525965 | 0.149501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 13.412324 | 10.120548 | 13.412324 | 8.665089 | 9.939413 | -0.140627 | -0.661053 | 0.090971 | 0.448419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 15.395414 | 14.434220 | 15.395414 | 2.678394 | 4.807848 | 3.404684 | 3.920465 | 1.849266 | 2.496990 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 2.912917 | 1.740709 | -0.062911 | -0.634249 | 0.096374 | 2.912917 | 0.869313 | -0.325267 | -0.645993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 29.487852 | 18.428674 | 14.351812 | 23.708461 | 21.826686 | 29.487852 | 19.621768 | 1.209727 | 0.991951 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 2.739772 | 2.585855 | 2.448965 | 2.739772 | 2.104096 | 0.681731 | 0.337440 | 0.820855 | 1.070690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 6.526198 | 6.431720 | 6.526198 | 3.242122 | 2.436515 | 3.000142 | 2.162736 | 2.757386 | 1.718881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 33.669358 | 28.540762 | 33.669358 | 24.503432 | 26.026191 | 13.719541 | 11.561816 | 0.907147 | 0.660228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 1.716383 | 0.088687 | 1.716383 | 0.473218 | -0.517377 | -0.187023 | 0.479892 | -0.429848 | -0.194745 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 39.860615 | 29.071257 | 32.600688 | 35.005514 | 37.035405 | 39.860615 | 36.070414 | 2.676849 | 2.472666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 32.167252 | 32.167252 | 26.287151 | 30.288581 | 28.494336 | 31.839754 | 28.738823 | 3.243401 | 3.258565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 36.680908 | 27.511609 | 24.255251 | 32.398787 | 30.814057 | 33.295884 | 36.680908 | 6.932101 | 7.595239 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 36.867929 | 20.928971 | 25.231115 | 34.565394 | 36.867929 | 24.582369 | 26.042044 | -0.139313 | -0.300666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 48.977231 | 24.760660 | 22.534772 | 40.714191 | 38.895767 | 45.139376 | 48.977231 | 4.572101 | 4.657574 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 32.496176 | 27.174695 | 25.362550 | 32.496176 | 30.946421 | 25.625017 | 27.580425 | -0.099785 | -0.073296 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 26.370357 | 13.497918 | 18.216952 | 24.555772 | 26.370357 | 10.667677 | 19.073009 | 0.922918 | 0.882121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 48.131411 | 23.078012 | 23.265495 | 48.131411 | 46.285535 | 36.044470 | 34.331221 | 26.792219 | 24.975171 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 44.308469 | 23.534190 | 24.814004 | 42.357081 | 44.308469 | 30.818561 | 29.527975 | 0.521775 | 0.190929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 44.977451 | 28.246389 | 26.320865 | 44.977451 | 43.348983 | 25.875684 | 26.242356 | -0.893017 | -1.181718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 68.676894 | 19.665037 | 24.044665 | 34.659657 | 36.889398 | 66.371697 | 68.676894 | 1.959660 | 2.313377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 43.806467 | 22.460698 | 23.349760 | 42.176722 | 43.806467 | 36.311214 | 36.520179 | 0.876888 | 0.897147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 46.724815 | 19.147245 | 16.607250 | 44.535411 | 42.159904 | 45.345411 | 46.724815 | 4.258682 | 4.011357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 48.078683 | 20.716518 | 20.991770 | 48.078683 | 46.099745 | 48.012702 | 47.514231 | 8.477660 | 7.733368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |